---
language: en
tags:
- fill-mask
kwargs:
  timestamp: '2024-05-14T03:04:56'
  project_name: ThunBERT_bs16_lr6_MLM_emissions_tracker
  run_id: ce485061-fba9-451b-ae08-445ec8ae55da
  duration: 233955.49653863907
  emissions: 0.2448772330789492
  emissions_rate: 1.046682966213219e-06
  cpu_power: 42.5
  gpu_power: 0.0
  ram_power: 37.5
  cpu_energy: 2.7619692159141125
  gpu_energy: 0
  ram_energy: 2.4370123997405138
  energy_consumed: 5.198981615654642
  country_name: Switzerland
  country_iso_code: CHE
  region: .nan
  cloud_provider: .nan
  cloud_region: .nan
  os: Linux-5.14.0-70.30.1.el9_0.x86_64-x86_64-with-glibc2.34
  python_version: 3.10.4
  codecarbon_version: 2.3.4
  cpu_count: 4
  cpu_model: Intel(R) Xeon(R) Platinum 8360Y CPU @ 2.40GHz
  gpu_count: .nan
  gpu_model: .nan
  longitude: .nan
  latitude: .nan
  ram_total_size: 100
  tracking_mode: machine
  on_cloud: N
  pue: 1.0
---

## Environmental Impact (CODE CARBON DEFAULT)

| Metric                   | Value                           |
|--------------------------|---------------------------------|
| Duration (in seconds)    | 233955.49653863907  |
| Emissions (Co2eq in kg)  | 0.2448772330789492 |
| CPU power (W)            | 42.5  |
| GPU power (W)            | [No GPU]  |
| RAM power (W)            | 37.5  |
| CPU energy (kWh)         | 2.7619692159141125  |
| GPU energy (kWh)         | [No GPU]  |
| RAM energy (kWh)         | 2.4370123997405138  |
| Consumed energy (kWh)    | 5.198981615654642  |
| Country name             | Switzerland  |
| Cloud provider           | nan  |
| Cloud region             | nan  |
| CPU count                | 4  |
| CPU model                | Intel(R) Xeon(R) Platinum 8360Y CPU @ 2.40GHz  |
| GPU count                | nan  |
| GPU model                | nan  |

## Environmental Impact (for one core)

| Metric                   | Value                           |
|--------------------------|---------------------------------|
| CPU energy (kWh)         | 0.45036433083688027  |
| Emissions (Co2eq in kg)  | 0.09163256947763364 |

## Note

11 May 2024

## My Config

| Config                   | Value           |
|--------------------------|-----------------|
| checkpoint               | albert-base-v2  |
| model_name               | ThunBERT_bs16_lr6_MLM |
| sequence_length          | 400  |
| num_epoch                | 6  |
| learning_rate            | 5e-06  |
| batch_size               | 16  |
| weight_decay             | 0.0  |
| warm_up_prop             | 0.0  |
| drop_out_prob            | 0.1 |
| packing_length           | 100 |
| train_test_split         | 0.2 |
| num_steps                | 40772 |

## Training and Testing steps






 
Epoch | Train Loss | Test Loss
---|---|---
| 0.0 | 9.929678 | 8.970636 |
| 0.5 | 2.745317 | 2.640508 |
| 1.0 | 2.586829 | 2.563136 |
| 1.5 | 2.534796 | 2.518970 |
| 2.0 | 2.496488 | 2.482155 |
| 2.5 | 2.463816 | 2.467592 |
| 3.0 | 2.449778 | 2.448237 |
| 3.5 | 2.427209 | 2.429316 |
| 4.0 | 2.399035 | 2.416176 |
| 4.5 | 2.399878 | 2.410857 |
| 5.0 | 2.385810 | 2.399659 |
| 5.5 | 2.387995 | 2.395181 |
| 6.0 | 2.376479 | 2.390256 |